{"id":"W6949683236","doi":"10.5281/zenodo.15085741","title":"COMPACT: Project Status and Research Data Managment","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Dust and Plasma Wave Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"International Space Station; Work (physics); Space (punctuation); Data system; Space research; Phase (matter)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001013126,0.0001108933,0.0001242339,0.0002937615,0.001786925,0.0009383399,0.0009447198,0.00002455777,0.004709151],"category_scores_gemma":[0.00008498429,0.0001110761,0.00001813447,0.0006582523,0.0001700433,0.0002438126,0.002326136,0.0003323004,0.001438721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006792241,"about_ca_system_score_gemma":0.00001236726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896656,"about_ca_topic_score_gemma":4.251833e-7,"domain_scores_codex":[0.9983129,0.0003145931,0.0001720988,0.0004451931,0.0002926291,0.0004625904],"domain_scores_gemma":[0.998805,0.00005032311,0.00004006995,0.0006974217,0.0002863094,0.0001208594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007522678,0.0002370088,0.0003824443,0.0001003126,0.0001397934,0.000003011422,0.00108394,0.00001305808,0.000507796,0.09470644,0.6992214,0.2035295],"study_design_scores_gemma":[0.0004431839,0.00006747717,0.001407477,0.00003607563,0.00001221237,0.000001477869,0.001253226,0.0006641657,0.0001273,0.002232519,0.9936463,0.0001086052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05577006,0.000157717,0.001442722,0.001239446,0.0001017744,0.0007754985,0.0009455663,0.0002508179,0.9393164],"genre_scores_gemma":[0.9896427,0.00005253188,0.0001422065,0.00004718643,0.0001380572,4.340583e-8,0.004097424,0.0003661988,0.005513685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9338726,"threshold_uncertainty_score":0.9995126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08411510603407245,"score_gpt":0.3228993970252507,"score_spread":0.2387842909911782,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}